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The randomly oriented graph is an Erd\H{o}s-R'enyi random graph with a random orientation , which assigns to each edge a direction so that becomes a directed graph. Denote by the skew-adjacency matrix of . Under some mild assumptions, it is proved in this paper that, the spectral distribution of (under some normalization) converges to the standard semicircular law almost surely as . It is worth mentioning that our result does not require finite moments of the entries of the underlying random matrix.

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